Patients/f11e7ecb-8bd5-4861-ee70-6a563d8d69f6

Tisha655 Schulist381

1952-05-18female29yr history167 total medication requests

f11e7ecb-8bd5-4861-ee70-6a563d8d69f6

Active Medications

ground truth

Best F1

1.000

across all runs

Mean F1

0.560

all models & strategies

Parse Failures

of 20 runs

Ground Truth — Active Medications

16 active

Simvastatin 20 MG Oral Tablet24 HR metoprolol succinate 100 MG Extended Release Oral TabletNitroglycerin 0.4 MG/ACTUAT Mucosal Sprayaspirin 81 MG Oral Tabletatenolol 50 MG Oral Tabletatorvastatin 40 MG Oral Tablethydrochlorothiazide 25 MG / losartan potassium 100 MG Oral Tabletprasugrel 10 MG Oral TabletHydrochlorothiazide 25 MG Oral TabletAbuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]72 HR Fentanyl 0.025 MG/HR Transdermal Systemlisinopril 10 MG Oral Tablet12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral CapsuleamLODIPine 2.5 MG Oral TabletAcetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletSimvastatin 10 MG Oral Tablet

Results Grid

F1 / Precision / Recall / Inference time per model × strategy

Model	Raw JSON	Table	Narrative	Timeline
Phi-3.5-mini (3.8B)
Mistral 7B v0.3
BioMistral 7B
Llama 3.1 8B
Llama 3.3 70B

Click a cell to compare that result against ground truth below.

Medication Diff

Model: Llama 3.3 70B

Strategy: Strategy A — Raw FHIR JSON

F1 1.000P 1.000R 1.000283.4s

Ground Truth

16 active

Simvastatin 20 MG Oral TabletMatched

24 HR metoprolol succinate 100 MG Extended Release Oral TabletMatched

Nitroglycerin 0.4 MG/ACTUAT Mucosal SprayMatched

aspirin 81 MG Oral TabletMatched

atenolol 50 MG Oral TabletMatched

atorvastatin 40 MG Oral TabletMatched

hydrochlorothiazide 25 MG / losartan potassium 100 MG Oral TabletMatched

prasugrel 10 MG Oral TabletMatched

Hydrochlorothiazide 25 MG Oral TabletMatched

Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]Matched

72 HR Fentanyl 0.025 MG/HR Transdermal SystemMatched

lisinopril 10 MG Oral TabletMatched

12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral CapsuleMatched

amLODIPine 2.5 MG Oral TabletMatched

Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletMatched

Simvastatin 10 MG Oral TabletMatched

Model Output

16 predicted

12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral CapsuleCorrect

24 HR metoprolol succinate 100 MG Extended Release Oral TabletCorrect

72 HR Fentanyl 0.025 MG/HR Transdermal SystemCorrect

Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]Correct

Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral TabletCorrect

Hydrochlorothiazide 25 MG Oral TabletCorrect

Nitroglycerin 0.4 MG/ACTUAT Mucosal SprayCorrect

Simvastatin 10 MG Oral TabletCorrect

Simvastatin 20 MG Oral TabletCorrect

amLODIPine 2.5 MG Oral TabletCorrect

aspirin 81 MG Oral TabletCorrect

atenolol 50 MG Oral TabletCorrect

atorvastatin 40 MG Oral TabletCorrect

hydrochlorothiazide 25 MG / losartan potassium 100 MG Oral TabletCorrect

lisinopril 10 MG Oral TabletCorrect

prasugrel 10 MG Oral TabletCorrect

16 matched0 missed0 hallucinatedexact match

Inspect:

["Simvastatin 20 MG Oral Tablet", "24 HR metoprolol succinate 100 MG Extended Release Oral Tablet", "Nitroglycerin 0.4 MG/ACTUAT Mucosal Spray", "aspirin 81 MG Oral Tablet", "atenolol 50 MG Oral Tablet", "atorvastatin 40 MG Oral Tablet", "hydrochlorothiazide 25 MG / losartan potassium 100 MG Oral Tablet", "prasugrel 10 MG Oral Tablet", "Hydrochlorothiazide 25 MG Oral Tablet", "Abuse-Deterrent 12 HR Oxycodone Hydrochloride 10 MG Extended Release Oral Tablet [Oxycontin]", "72 HR Fentanyl 0.025 MG/HR Transdermal System", "lisinopril 10 MG Oral Tablet", "12 HR Hydrocodone Bitartrate 10 MG Extended Release Oral Capsule", "amLODIPine 2.5 MG Oral Tablet", "Acetaminophen 300 MG / Hydrocodone Bitartrate 5 MG Oral Tablet", "Simvastatin 10 MG Oral Tablet"]